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Course Outline
Introduction to Generative AI on Alibaba Cloud
- Defining generative AI and its organizational applications
- Survey of Alibaba Cloud's generative AI services and core capabilities
- Familiarization with Qwen models, Model Studio, and relevant business contexts
- Recognizing potential opportunities, risks, and feasible outcomes for enterprise adoption
Getting Started with the Alibaba Cloud Environment
- Setting up the Alibaba Cloud account and necessary services
- Navigating Model Studio and interacting with model APIs
- Executing an initial generative AI request and analyzing the response
- Grasping fundamental parameters, token consumption, and output dynamics
Prompt Design and Workflow Essentials
- Crafting effective prompts for chat, summarization, and content creation
- Leveraging instructions, examples, and formatting to enhance results
- Testing and optimizing prompts for reliability and quality
- Steering clear of common pitfalls in prompt engineering
Building Applications with Qwen Models
- Integrating Qwen models into applications or workflows
- Designing simple assistants and automating business tasks
- Exploring practical text and multimodal use cases
- Examining example scenarios such as customer support, knowledge assistance, and content drafting
Creating a Retrieval-Based AI Solution
- Practical understanding of retrieval-augmented generation
- Preparing documents and knowledge bases to improve response quality
- Linking enterprise data to generative AI workflows
- Assessing response relevance, accuracy, and inherent limitations
Deployment, Security, and Cost Management
- Deployment strategies for generative AI apps on Alibaba Cloud
- Fundamental security protocols, access control, and governance measures
- Tracking usage, controlling costs, and implementing practical safeguards
- Resolving common issues and planning subsequent steps post-training
Requirements
- Fundamental knowledge of cloud computing principles
- Some background with web applications, APIs, or cloud services
- Basic proficiency in programming
Target Audience
- Developers keen on constructing generative AI applications on Alibaba Cloud
- Solution architects investigating AI services for commercial applications
- Technical team leaders and IT specialists assessing enterprise AI integration
7 Hours
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 1300 € + VAT*
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